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pro vyhledávání: '"Ellis, Charles A."'
Autor:
Dolci, Giorgio, Ellis, Charles A., Cruciani, Federica, Brusini, Lorenza, Abrol, Anees, Galazzo, Ilaria Boscolo, Menegaz, Gloria, Calhoun, Vince D.
Amyloid-$\beta$ (A$\beta$) plaques in conjunction with hyperphosphorylated tau proteins in the form of neurofibrillary tangles are the two neuropathological hallmarks of Alzheimer's disease (AD). In particular, the accumulation of A$\beta$ plaques, a
Externí odkaz:
http://arxiv.org/abs/2406.13305
The high dimensionality and complexity of neuroimaging data necessitate large datasets to develop robust and high-performing deep learning models. However, the neuroimaging field is notably hampered by the scarcity of such datasets. In this work, we
Externí odkaz:
http://arxiv.org/abs/2312.08383
Autor:
Schneider, Kevin J., Flaharty, Kathryn G., Ellis, Charles N., Bitar, Obaidah M., Barinova, Hanna, Tejasvi, Trilokraj, Nelson, Christine C.
Publikováno v:
In Heliyon 15 May 2024 10(9)
Autor:
Ellis, Charles A., Sendi, Mohammad S. E., Geenjaar, Eloy P. T., Plis, Sergey M., Miller, Robyn L., Calhoun, Vince D.
Supervised machine learning explainability has developed rapidly in recent years. However, clustering explainability has lagged behind. Here, we demonstrate the first adaptation of model-agnostic explainability methods to explain unsupervised cluster
Externí odkaz:
http://arxiv.org/abs/2105.08053
Publikováno v:
In Neuroimage: Reports December 2023 3(4)
Autor:
Evans, Elizabeth1 evans.e@phhp.ufl.edu, Ellis, Charles1
Publikováno v:
American Journal of Speech-Language Pathology. Jan2024, Vol. 33 Issue 1, p74-86. 13p.
Autor:
Fredriksen-Goldsen, Karen I., Jones, Brittany R., Hoy-Ellis, Charles, Kim, Hyun-Jun, Emlet, Charles A., La Fazia, David, McKenzie, Glenise, Petros, Ryan, Teri, Linda
Publikováno v:
In Contemporary Clinical Trials Communications October 2023 35
Publikováno v:
In Journal of Communication Disorders September-October 2023 105
Akademický článek
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Publikováno v:
Ethnicity & Disease, 2022 Apr 01. 32(2), 145-148.
Externí odkaz:
https://www.jstor.org/stable/48673374